Forum

Visibility16

Vibe63

AI Visibility & Sentiment

Forum

Forum is building a regulated exchange that allows users to trade on attention and cultural relevance. The platform measures engagement across search, social media, and streaming to create indices that track what the world cares about, enabling users to go long or short on the popularity of movies, artists, brands, and trends.

Active Monitoring

forum.market

Financial Technology YC25-26

AI Visibility Score

16/100

Invisible

Sentiment Score

63/100

AI Perception

Summary

Forum is currently a ghost in the conversational AI landscape, missing entirely from ChatGPT and AI Overviews while competitors like Kalshi and Polymarket dominate the burgeoning 'attention market' narrative. Despite this, a strategic foothold in Gemini and a high-ranking presence in Claude for cultural monetization queries suggest a nascent authority that is ready to be scaled into a market-leading position.

Value Proposition

The first regulated exchange that lets you trade attention itself—turning cultural relevance and virality into tradeable indices so you can profit from predicting what the world will care about next.

Overview

Mission

To create a marketplace where cultural relevance becomes a tradeable asset, allowing anyone to profit from their understanding of what drives human attention.

Products & Services

Attention market indicesLong/short trading positions on cultural trendsReal-time engagement tracking across platformsPortfolio management for attention-based assetsMarket categories spanning tech, politics, music, health, media, gaming, finance, and sports

Agent Breakdown

AI Platforms

How often do different AI platforms reference Forum?

Loading explorer...

Conversation Analysis

Topics

What conversations is Forum included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Forum to, and when?

Loading explorer...

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Monetizing Cultural Relevance(3 queries)

“is there a platform where I can bet on a movie's success or an artist's popularity?”

0/4 platforms mentioned

ChatGPT

1.Betfair

2.Bet365

3.William Hill

4.DraftKings

5.FanDuel

+13 more

Claude

1.Polymarket

2.Manifold Markets

3.PredictIt

4.Kalshi

5.DraftKings

+2 more

Gemini

1.Polymarket

2.Rotten Tomatoes

3.Kalshi

4.Manifold Markets

5.Hollywood Stock Exchange

+9 more

AI Overviews

1.Kalshi

2.Polymarket

3.Mogul

4.MoviePass

5.HSX

+6 more

“how to go long or short on the popularity of a brand or cultural trend”

0/3 platforms mentioned

Claude

1.Polymarket

2.Polygon

3.Manifold Markets

4.Kalshi

5.LVMH

+9 more

Gemini

1.Fantasy.top

2.Friend.tech

3.Stars Arena

4.Polymarket

5.Kalshi

+14 more

AI Overviews

1.Rotten Tomatoes

2.Polymarket

3.Kalshi

4.PredictIt

5.NVIDIA

+4 more

“help me find a way to make money off what's trending on social media right now”

0/4 platforms mentioned

ChatGPT

1.Shopify

2.Binance

3.OKX

4.Coinbase Pro

5.CCXT

+27 more

Claude

1.Polymarket

2.Kalshi

3.PredictIt

4.Omen

5.Gnosis

+1 more

Gemini

1.Bloomberg Terminal

2.Pump.fun

3.Moonshot

4.Farcaster

5.Raydium

+17 more

AI Overviews

1.Digital Marketing Institute

2.New Engen

3.HeyGen

4.Snap Spectacles

5.Meta AI glasses

+4 more

Alternative Asset Research & Tools(1 query)

“what are attention market indices and how do I invest in them?”

0/4 platforms mentioned

ChatGPT

1.VanEck Vectors Social Sentiment ETF

2.BUZZ

3.RavenPack

4.Social Market Analytics

5.SMA

+24 more

Claude

1.Solactive Attention Economy Index

2.Global X Attention Economy ETF (ATTN)

3.MSCI

4.S&P

5.Netflix

+1 more

Gemini

1.Fidelity

2.Charles Schwab

3.Robinhood

4.VanEck Social Sentiment ETF

5.BUZZ

+14 more

AI Overviews

1.VanEck

2.Vision Retirement

3.VanEck Social Sentiment ETF

4.BUZZ

5.Alphabet

+4 more

Evaluating Cultural Exchange Platforms(1 query)

“what are some regulated alternatives to apps like Polymarket or Kalshi?”

0/4 platforms mentioned

ChatGPT

1.Kalshi

2.Nadex

3.IG Group

4.CME Group

5.Betfair Exchange

+6 more

Claude

1.DraftKings

2.FanDuel

3.BetMGM

4.Caesars

5.Bet365

+10 more

Gemini

1.Polymarket

2.Kalshi

3.PredictIt

4.ForecastEx

5.Interactive Brokers

+12 more

AI Overviews

1.Kalshi

2.Polymarket

3.Robinhood

4.ForecastEx

5.Interactive Brokers

+10 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Emerging traction in Gemini with a 25% mention rate, significantly outperforming its presence on other platforms.

Strength

High-intent visibility in Claude for niche queries regarding monetizing movie success, achieving an impressive average position of 2.0.

Strength

Effective resonance with the 'High-Frequency Social Arbitrager' persona, indicating the brand's technical value proposition is reaching sophisticated audiences.

Gap

Total absence from ChatGPT and AI Overviews, which are the primary discovery engines for mainstream retail investors.

Gap

Zero visibility in 'Alternative Asset Research' and 'Regulated Alternatives' queries, allowing Kalshi to monopolize the 'compliant exchange' narrative.

Gap

Failure to engage the 'Viral Culture Enthusiast' persona, a critical demographic for any platform predicated on social and cultural trends.

Opportunity

Aggressively target the 'regulated alternative' keyword space to siphon traffic from Polymarket users seeking domestic, compliant platforms.

Opportunity

Establish the definitive definition for 'Attention Market Indices' through authoritative content to own a currently vacant and high-value query category.

Technical Health

Site Health for AI Visibility

How well Forum's website is optimized for AI agent discovery and comprehension.

80/100

12 passed 4 warnings 3 issues

Audited 2/27/2026

Crawlability86

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO64

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Title is too short (5 characters)

Expand the title to 50-60 characters with descriptive keywords.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Forum's communication style and personality

Forum communicates with a confident, forward-thinking voice that positions itself at the intersection of finance and culture. The tone is intellectually sharp yet accessible, explaining complex trading concepts in clear, punchy language. There's an underlying sense of excitement about democratizing access to a new asset class, balanced with the credibility expected of a regulated financial platform. The brand speaks directly to users who are culturally aware and financially curious.

Core Tone Traits

Intellectually Bold

Confidently introduces novel concepts and challenges traditional thinking about value and markets

Culturally Fluent

Speaks the language of internet culture, trends, and social media with natural ease

Clear and Direct

Explains complex financial concepts in accessible, jargon-free language

Forward-Looking

Positions users at the cutting edge of a new way to engage with markets and culture

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Forum

Kalshi36 mentions

Polymarket35 mentions

PredictIt16 mentions

DraftKings13 mentions

Robinhood13 mentions

FanDuel12 mentions

Interactive Brokers12 mentions

Hollywood Stock Exchange11 mentions

HSX10 mentions

Augur8 mentions

Forum4 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Gamblers Are Making Big Money Off Your Movie. And It's 100 ...

https://theankler.com/p/gamblers-prediction-markets-entertainment-rotten-tomatoes-box-office-polymarket

Referenced in 1 query

Review

Prediction Market Platforms Face Expanded Competition, Legal ...

https://finance.yahoo.com/news/prediction-market-platforms-face-expanded-190400011.html

Referenced in 1 query

Review

Polymarket - Wikipedia

https://en.wikipedia.org/wiki/Polymarket

Referenced in 1 query

Review

MoviePass Launches Box Office Betting Platform ... - Gizmodo

https://gizmodo.com/moviepass-launches-box-office-betting-platform-unfortunately-tied-to-crypto-2000597085

Referenced in 1 query

Review

MoviePass launches online gambling site for pop culture

https://www.pastemagazine.com/movies/moviepass-online-gambling-mogul

Referenced in 1 query

Review

Entertainment Odds: Bet on Awards, TV, and Pop Culture

https://www.betus.com.pa/sportsbook/entertainment/

Referenced in 1 query

Review

MoviePass Is Betting Big on Entertainment Gambling - Vulture

https://www.vulture.com/article/moviepass-mogul-sports-betting-entertainment.html

Referenced in 1 query

Review

Is Hollywood ready for the gamification of its business? | LAist

https://laist.com/news/arts-and-entertainment/is-hollywood-ready-for-the-gamification-of-its-business

Referenced in 1 query

Review

Investing Driven by Social Sentiment | VanEck

https://www.vaneck.com/us/en/blogs/thematic-investing/investing-driven-by-social-sentiment/

Referenced in 1 query

Review

Quantifying the effect of investors’ attention on stock market

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0176836

Referenced in 1 query

Review

The Hype Index: an NLP-driven Measure of Market ... - arXiv

https://arxiv.org/html/2506.06329v1

Referenced in 1 query

Review

Investor attention on individual stocks can predict marketwide ...

https://news.nd.edu/news/investor-attention-on-individual-stocks-can-predict-marketwide-performance/

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Syndicate technical documentation and 'How-To' guides focused on regulated cultural trading to bridge the ChatGPT visibility gap.

ChatGPT's 0% mention rate is a critical failure; providing structured data and clear educational content is the fastest path to inclusion in its training and retrieval sets.

Impact: High

Develop a 'Regulated Alternative to Polymarket' comparison landing page and PR push.

Forum is missing from all 'regulated alternative' queries, a space where users are actively looking for safer, compliant platforms.

Impact: High

Create and promote an 'Attention Index' whitepaper to capture the 'Alternative Asset Research' query intent.

Current data shows no brands are winning the research-heavy 'attention index' queries, representing an open opportunity for Forum to define the category.

Impact: Medium

Optimize social proof and 'culture-ROI' case studies to attract the 'Viral Culture Enthusiast' persona.

The 0% visibility for this persona indicates a mismatch between Forum's current messaging and the interests of social-trend-driven traders.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session

Backing